{"action":"opened","number":8,"pull_request":{"url":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/8","id":112099921,"html_url":"https://github.com/lmwalkowicz/KeplerML/pull/8","diff_url":"https://github.com/lmwalkowicz/KeplerML/pull/8.diff","patch_url":"https://github.com/lmwalkowicz/KeplerML/pull/8.patch","issue_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues/8","number":8,"state":"open","locked":false,"title":"Modularization and structure improvements","user":{"login":"d-giles","id":14115456,"avatar_url":"https://avatars3.githubusercontent.com/u/14115456?v=3","gravatar_id":"","url":"https://api.github.com/users/d-giles","html_url":"https://github.com/d-giles","followers_url":"https://api.github.com/users/d-giles/followers","following_url":"https://api.github.com/users/d-giles/following{/other_user}","gists_url":"https://api.github.com/users/d-giles/gists{/gist_id}","starred_url":"https://api.github.com/users/d-giles/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/d-giles/subscriptions","organizations_url":"https://api.github.com/users/d-giles/orgs","repos_url":"https://api.github.com/users/d-giles/repos","events_url":"https://api.github.com/users/d-giles/events{/privacy}","received_events_url":"https://api.github.com/users/d-giles/received_events","type":"User","site_admin":false},"body":"Keplerml.py has been improved to work better from the terminal and as an importable module.\r\n\r\nThe ClusterWorkbook has been cleaned up and clarified to be more straightforward and user friendly with most of its functions being handled by modules outside of itself (contained in the python folder).\r\n\r\nNew modules created for dbscan clustering and kmeans clustering, and a module has been created to define the class clusterOutliers which enables more flexible and intuitive use. For each quarters dataset, a new clusterOutliers object can be created and its methods applied to the quarter's data.\r\n\r\nThe ClusterWorkbook.ipynb works as an example without modification, but can be easily modified to analyze other data.","created_at":"2017-03-22T20:11:31Z","updated_at":"2017-03-22T20:11:31Z","closed_at":null,"merged_at":null,"merge_commit_sha":null,"assignee":null,"assignees":[],"milestone":null,"commits_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/8/commits","review_comments_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/8/comments","review_comment_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/comments{/number}","comments_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues/8/comments","statuses_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/statuses/e480e3dcce292e9ff90440aa326ab75a7d06d08b","head":{"label":"d-giles:master","ref":"master","sha":"e480e3dcce292e9ff90440aa326ab75a7d06d08b","user":{"login":"d-giles","id":14115456,"avatar_url":"https://avatars3.githubusercontent.com/u/14115456?v=3","gravatar_id":"","url":"https://api.github.com/users/d-giles","html_url":"https://github.com/d-giles","followers_url":"https://api.github.com/users/d-giles/followers","following_url":"https://api.github.com/users/d-giles/following{/other_user}","gists_url":"https://api.github.com/users/d-giles/gists{/gist_id}","starred_url":"https://api.github.com/users/d-giles/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/d-giles/subscriptions","organizations_url":"https://api.github.com/users/d-giles/orgs","repos_url":"https://api.github.com/users/d-giles/repos","events_url":"https://api.github.com/users/d-giles/events{/privacy}","received_events_url":"https://api.github.com/users/d-giles/received_events","type":"User","site_admin":false},"repo":{"id":44120338,"name":"KeplerML","full_name":"d-giles/KeplerML","owner":{"login":"d-giles","id":14115456,"avatar_url":"https://avatars3.githubusercontent.com/u/14115456?v=3","gravatar_id":"","url":"https://api.github.com/users/d-giles","html_url":"https://github.com/d-giles","followers_url":"https://api.github.com/users/d-giles/followers","following_url":"https://api.github.com/users/d-giles/following{/other_user}","gists_url":"https://api.github.com/users/d-giles/gists{/gist_id}","starred_url":"https://api.github.com/users/d-giles/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/d-giles/subscriptions","organizations_url":"https://api.github.com/users/d-giles/orgs","repos_url":"https://api.github.com/users/d-giles/repos","events_url":"https://api.github.com/users/d-giles/events{/privacy}","received_events_url":"https://api.github.com/users/d-giles/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/d-giles/KeplerML","description":null,"fork":true,"url":"https://api.github.com/repos/d-giles/KeplerML","forks_url":"https://api.github.com/repos/d-giles/KeplerML/forks","keys_url":"https://api.github.com/repos/d-giles/KeplerML/keys{/key_id}","collaborators_url":"https://api.github.com/repos/d-giles/KeplerML/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/d-giles/KeplerML/teams","hooks_url":"https://api.github.com/repos/d-giles/KeplerML/hooks","issue_events_url":"https://api.github.com/repos/d-giles/KeplerML/issues/events{/number}","events_url":"https://api.github.com/repos/d-giles/KeplerML/events","assignees_url":"https://api.github.com/repos/d-giles/KeplerML/assignees{/user}","branches_url":"https://api.github.com/repos/d-giles/KeplerML/branches{/branch}","tags_url":"https://api.github.com/repos/d-giles/KeplerML/tags","blobs_url":"https://api.github.com/repos/d-giles/KeplerML/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/d-giles/KeplerML/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/d-giles/KeplerML/git/refs{/sha}","trees_url":"https://api.github.com/repos/d-giles/KeplerML/git/trees{/sha}","statuses_url":"https://api.github.com/repos/d-giles/KeplerML/statuses/{sha}","languages_url":"https://api.github.com/repos/d-giles/KeplerML/languages","stargazers_url":"https://api.github.com/repos/d-giles/KeplerML/stargazers","contributors_url":"https://api.github.com/repos/d-giles/KeplerML/contributors","subscribers_url":"https://api.github.com/repos/d-giles/KeplerML/subscribers","subscription_url":"https://api.github.com/repos/d-giles/KeplerML/subscription","commits_url":"https://api.github.com/repos/d-giles/KeplerML/commits{/sha}","git_commits_url":"https://api.github.com/repos/d-giles/KeplerML/git/commits{/sha}","comments_url":"https://api.github.com/repos/d-giles/KeplerML/comments{/number}","issue_comment_url":"https://api.github.com/repos/d-giles/KeplerML/issues/comments{/number}","contents_url":"https://api.github.com/repos/d-giles/KeplerML/contents/{+path}","compare_url":"https://api.github.com/repos/d-giles/KeplerML/compare/{base}...{head}","merges_url":"https://api.github.com/repos/d-giles/KeplerML/merges","archive_url":"https://api.github.com/repos/d-giles/KeplerML/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/d-giles/KeplerML/downloads","issues_url":"https://api.github.com/repos/d-giles/KeplerML/issues{/number}","pulls_url":"https://api.github.com/repos/d-giles/KeplerML/pulls{/number}","milestones_url":"https://api.github.com/repos/d-giles/KeplerML/milestones{/number}","notifications_url":"https://api.github.com/repos/d-giles/KeplerML/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/d-giles/KeplerML/labels{/name}","releases_url":"https://api.github.com/repos/d-giles/KeplerML/releases{/id}","deployments_url":"https://api.github.com/repos/d-giles/KeplerML/deployments","created_at":"2015-10-12T16:39:41Z","updated_at":"2017-03-22T01:58:47Z","pushed_at":"2017-03-22T20:03:55Z","git_url":"git://github.com/d-giles/KeplerML.git","ssh_url":"git@github.com:d-giles/KeplerML.git","clone_url":"https://github.com/d-giles/KeplerML.git","svn_url":"https://github.com/d-giles/KeplerML","homepage":null,"size":357226,"stargazers_count":0,"watchers_count":0,"language":"Python","has_issues":false,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":0,"mirror_url":null,"open_issues_count":0,"forks":0,"open_issues":0,"watchers":0,"default_branch":"master"}},"base":{"label":"lmwalkowicz:master","ref":"master","sha":"ea3b4474d31d8f4c542ca7f56d29127790c2547b","user":{"login":"lmwalkowicz","id":2147416,"avatar_url":"https://avatars0.githubusercontent.com/u/2147416?v=3","gravatar_id":"","url":"https://api.github.com/users/lmwalkowicz","html_url":"https://github.com/lmwalkowicz","followers_url":"https://api.github.com/users/lmwalkowicz/followers","following_url":"https://api.github.com/users/lmwalkowicz/following{/other_user}","gists_url":"https://api.github.com/users/lmwalkowicz/gists{/gist_id}","starred_url":"https://api.github.com/users/lmwalkowicz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lmwalkowicz/subscriptions","organizations_url":"https://api.github.com/users/lmwalkowicz/orgs","repos_url":"https://api.github.com/users/lmwalkowicz/repos","events_url":"https://api.github.com/users/lmwalkowicz/events{/privacy}","received_events_url":"https://api.github.com/users/lmwalkowicz/received_events","type":"User","site_admin":false},"repo":{"id":16923589,"name":"KeplerML","full_name":"lmwalkowicz/KeplerML","owner":{"login":"lmwalkowicz","id":2147416,"avatar_url":"https://avatars0.githubusercontent.com/u/2147416?v=3","gravatar_id":"","url":"https://api.github.com/users/lmwalkowicz","html_url":"https://github.com/lmwalkowicz","followers_url":"https://api.github.com/users/lmwalkowicz/followers","following_url":"https://api.github.com/users/lmwalkowicz/following{/other_user}","gists_url":"https://api.github.com/users/lmwalkowicz/gists{/gist_id}","starred_url":"https://api.github.com/users/lmwalkowicz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lmwalkowicz/subscriptions","organizations_url":"https://api.github.com/users/lmwalkowicz/orgs","repos_url":"https://api.github.com/users/lmwalkowicz/repos","events_url":"https://api.github.com/users/lmwalkowicz/events{/privacy}","received_events_url":"https://api.github.com/users/lmwalkowicz/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/lmwalkowicz/KeplerML","description":null,"fork":false,"url":"https://api.github.com/repos/lmwalkowicz/KeplerML","forks_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/forks","keys_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/keys{/key_id}","collaborators_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/teams","hooks_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/hooks","issue_events_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues/events{/number}","events_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/events","assignees_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/assignees{/user}","branches_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/branches{/branch}","tags_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/tags","blobs_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/git/refs{/sha}","trees_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/git/trees{/sha}","statuses_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/statuses/{sha}","languages_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/languages","stargazers_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/stargazers","contributors_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/contributors","subscribers_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/subscribers","subscription_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/subscription","commits_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/commits{/sha}","git_commits_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/git/commits{/sha}","comments_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/comments{/number}","issue_comment_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues/comments{/number}","contents_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/contents/{+path}","compare_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/compare/{base}...{head}","merges_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/merges","archive_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/downloads","issues_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues{/number}","pulls_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls{/number}","milestones_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/milestones{/number}","notifications_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/labels{/name}","releases_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/releases{/id}","deployments_url":"https://api.github.com/repos/lmwalkowicz/KeplerML/deployments","created_at":"2014-02-17T19:16:41Z","updated_at":"2016-11-29T16:34:01Z","pushed_at":"2017-02-16T04:51:51Z","git_url":"git://github.com/lmwalkowicz/KeplerML.git","ssh_url":"git@github.com:lmwalkowicz/KeplerML.git","clone_url":"https://github.com/lmwalkowicz/KeplerML.git","svn_url":"https://github.com/lmwalkowicz/KeplerML","homepage":null,"size":355373,"stargazers_count":0,"watchers_count":0,"language":"Jupyter Notebook","has_issues":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":1,"mirror_url":null,"open_issues_count":1,"forks":1,"open_issues":1,"watchers":0,"default_branch":"master"}},"_links":{"self":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/8"},"html":{"href":"https://github.com/lmwalkowicz/KeplerML/pull/8"},"issue":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues/8"},"comments":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/issues/8/comments"},"review_comments":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/8/comments"},"review_comment":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/comments{/number}"},"commits":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/pulls/8/commits"},"statuses":{"href":"https://api.github.com/repos/lmwalkowicz/KeplerML/statuses/e480e3dcce292e9ff90440aa326ab75a7d06d08b"}},"merged":false,"mergeable":null,"mergeable_state":"unknown","merged_by":null,"comments":0,"review_comments":0,"maintainer_can_modify":true,"commits":6,"additions":1725,"deletions":11314,"changed_files":32}}
{"actor":{"display_login":"d-giles"}}